Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series

Item #:

079017-2359

Details

DOI: https://doi.org/10.52202/079017-2359
Author(s): Pankaj Dayama, Vijay Ekambaram, Wesley Gifford, Arindam Jati, Jayant Kalagnanam, Sumanta Mukherjee, Nam Nguyen, Chandra Reddy
Pages: 74147-74181 (35 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-2359
Author(s): Pankaj Dayama, Vijay Ekambaram, Wesley Gifford, Arindam Jati, Jayant Kalagnanam, Sumanta Mukherjee, Nam Nguyen, Chandra Reddy
Pages: 74147-74181 (35 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)